Development of a personalized diagnostic model for kidney stone disease tailored to acute care by integrating large clinical, demographics and laboratory data: the diagnostic acute care algorithm - kidney stones (DACA-KS).
Zhaoyi ChenVictoria Y. BirdRupam RuchiMark S. SegalJiang BianSaeed R. KhanMarie-Carmelle ElieMattia C. F. ProsperiPublished in: BMC Medical Informatics Decis. Mak. (2018)
Keyphrases
- input data
- probabilistic model
- mathematical model
- learned models
- learning algorithm
- data sets
- objective function
- similarity measure
- probability distribution
- training data
- prior information
- expert systems
- data structure
- model based diagnosis
- early detection
- medical diagnostic
- recognition algorithm
- disease diagnosis
- diagnostic process
- clinical setting
- diagnostic imaging
- clinical decision support systems
- goodness of fit
- survey data
- network structure
- em algorithm
- decision support system
- data points
- diabetic patients